{"id":"W2986286040","doi":"10.1097/ccm.0000000000004071","title":"Online Learning and Residents’ Acquisition of Mechanical Ventilation Knowledge: Sequencing Matters","year":2019,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Children's Hospital; Loma Linda University; University of Pennsylvania","keywords":"Medicine; Psychological intervention; Intervention (counseling); Mechanical ventilation; Physical therapy; Crossover study; Young adult; Emergency medicine; Nursing; Internal medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389757,0.0001723229,0.0002697105,0.0003089313,0.0002199511,0.0007012813,0.0003927057,0.0005743965,0.005318503],"category_scores_gemma":[0.02140022,0.0001699722,0.0003306211,0.0003333811,0.0004134529,0.000993814,0.0006603873,0.0005008777,0.0002855057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673018,"about_ca_system_score_gemma":0.001227346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451802,"about_ca_topic_score_gemma":0.002003887,"domain_scores_codex":[0.9986348,0.0006116121,0.0000898919,0.0001316399,0.0003335204,0.0001984821],"domain_scores_gemma":[0.983636,0.008232478,0.005401524,0.000400286,0.000569626,0.001760121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005825511,0.01280906,0.8339247,0.0006026952,0.000409363,0.0001353316,0.002286998,0.001015896,0.002497823,0.0002887492,0.0007994437,0.1394046],"study_design_scores_gemma":[0.0002391637,0.006239396,0.9895366,0.0001718726,0.0001225997,0.00008993195,0.0007679647,0.001175744,0.000728847,0.000278764,0.0006363919,0.00001268923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988458,0.0001607806,0.0001039419,0.0001736953,0.000006482561,0.00002170149,0.00001818766,0.000002479574,0.0006668958],"genre_scores_gemma":[0.9992073,0.0001216503,0.000249775,0.0000692141,0.00001910009,0.00002930693,0.00002886715,0.00000165487,0.0002732075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005318503,"threshold_uncertainty_score":0.01779211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931707943869586,"score_gpt":0.4051525935305967,"score_spread":0.3658355140919008,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}